Week1 CPD And MAP Conditional Probability Queries¶ Quiz Directed Graph Query¶ Calculate the conditional probability $P(J)$ Sum all other variables Reduce Factors¶ Calculate the conditional probability $P(J,I=i,H=h)$ Undirected Graph Query¶ Calculate the conditional probability $P(D)$ Sum all other variables Reduce Factors¶ $W$ are variables other than Evidence E and target variable $y$ Quiz Algorithms for solving conditional probability¶ MAP Inference¶ Application¶ Quiz: Problem of MAP¶ Algorithm for solving MAP¶